Calibration and Reliability in Groundwater
Modelling: Credibility of Modelling
(Proceedings of ModelCARE 2007 Conference, held in
Denmark, September 2007). IAHS Publ. 320, 2008, 9-14.
Evaluation of
Fickian and non-Fickian models for solute transport in porous media containing
decimetre-scale preferential flow paths
MARCO BIANCHI1, CHUNMIAO ZHENG1,
GEOFFREY R. TICK1
& STEVEN M. GORELICK2
1 Department of Geological Sciences, The University of Alabama, Tuscaloosa, Alabama 35487, USA
mbianchi@bama.ua.edu
2 Department of Geological & Environmental Sciences, Stanford University, Stanford, California 94305, USA
Abstract The
effectiveness of the classical advection–dispersion model (ADM) to
describe solute transport in heterogeneous aquifers has been challenged by many
studies. In particular, it has been shown that the dual-domain single-rate mass
transfer (DDSR) model is more appropriate than the ADM in characterizing solute
transport in flow fields controlled by preferential flowpaths at the decimetre
or smaller scales. In such situations the transport patterns, generally
referred to as non-Fickian, are characterized by highly asymmetric plumes with
early-time high concentration peaks and late-time low concentration tails. A
recent development in non-Fickian transport is the continuous time random
walk (CTRW) formulation. While this approach has been successfully applied to
fit breakthrough curves from laboratory and field experiments, no systematic
study has been conducted to test its applicability to simulate solute transport
in porous media containing small-scale preferential flowpaths. In this study we
conducted a detailed numerical experiment to evaluate the effectiveness of the
ADM and two non-Fickian transport models (CTRW and DDSR) in reproducing
the transport behaviour when small-scale preferential flowpaths are present in
a binary heterogeneous system. Our reference is a 2-D synthetic aquifer
characterized by a network of 10-cm wide high hydraulic conductivity channels,
embedded in an otherwise homogeneous matrix. The contrast in hydraulic conductivity
between the channels and the remaining portion of the aquifer is 100:1.
Numerical simulations were used to obtain accurate reference solutions for flow
and contaminant transport in the channel-network system. Breakthrough curves and
mass profiles from the reference solutions were compared with the results
obtained from the ADM, DDSR and CTRW models to determine the most appropriate
model for characterizing the transport behaviour in the synthetic aquifer
controlled by decimetre-scale preferential flow paths.
Key words advection–dispersion model; continuous time random walk; dual domain model; aquifer heterogeneity; preferential flowpaths